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feat: consolidate dbt skills and add altimate-dbt CLI package - #201

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feat/builder-prompt-dbt-skills
Mar 17, 2026
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feat: consolidate dbt skills and add altimate-dbt CLI package#201
anandgupta42 merged 1 commit into
mainfrom
feat/builder-prompt-dbt-skills

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@suryaiyer95

@suryaiyer95suryaiyer95 commented Mar 16, 2026

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What does this PR do?

Consolidates 8 scattered dbt skills into 5 focused, well-structured skills with a references/ system for modular knowledge. Adds a standalone altimate-dbt CLI package for dbt project operations. Rewrites the builder prompt with a skills-first architecture and leaner token footprint.

Type of change

  • New feature (non-breaking change which adds functionality)
  • Refactoring (no functional changes, no API changes)

Changes

Skills consolidation (8 → 5):

  • New: dbt-analyze, dbt-develop, dbt-docs, dbt-test, dbt-troubleshoot
  • Each skill has a references/ directory with modular knowledge docs (altimate-dbt commands, patterns, error guides)
  • Removed: generate-tests, impact-analysis, incremental-logic, medallion-patterns, model-scaffold, yaml-config

New packages/dbt-tools package:

  • Standalone altimate-dbt CLI for dbt project operations
  • Commands: build, compile, deps, columns, graph, init, doctor
  • Bundles altimate_python_packages for Python bridge integration

Builder prompt rewrite:

  • Skills-first architecture surfacing altimate_core tools
  • Leaner token footprint — removed unused sections to save event budget

Other:

  • python-bridge@1.1.0 patch for packaging fix

How did you verify your code works?

  • TypeScript typecheck passes (bun turbo typecheck — all 5 packages clean)
  • altimate-dbt CLI boots and resolves commands
  • Consolidated skills load correctly in opencode skill registry

Checklist

  • My code follows the style guidelines of this project
  • I have performed a self-review of my own code
  • Tests added/updated
  • Documentation updated (if needed)

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CopilotAI review requested due to automatic review settings March 16, 2026 23:09
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Pull request overview

This PR introduces a new altimate-dbt CLI package for dbt operations and updates the Altimate builder guidance/tooling to prefer that CLI over the existing raw dbt_run tool, alongside a dependency patch for python-bridge to improve runtime compatibility.

Changes:

  • Add packages/dbt-tools (CLI + adapter) exposing altimate-dbt commands like init, doctor, compile, build, execute, and DAG helpers.
  • Remove dbt_run tool exposure from the opencode tool registry / barrel exports, and update prompts/docs to steer usage toward altimate-dbt.
  • Add a python-bridge@1.1.0 patch and wire it via patchedDependencies.

Reviewed changes

Copilot reviewed 53 out of 55 changed files in this pull request and generated 5 comments.

Show a summary per file
FileDescription
patches/python-bridge@1.1.0.patchPatch python-bridge to stop promisifying child_process.
packages/opencode/src/tool/registry.tsRemoves DbtRunTool from tool registration.
packages/opencode/src/altimate/tools/dbt-run.tsUpdates tool description to position it as fallback vs altimate-dbt.
packages/opencode/src/altimate/prompts/builder.txtRewrites builder prompt to mandate altimate-dbt workflows.
packages/opencode/src/altimate/index.tsStops exporting dbt-run tool from barrel.
packages/dbt-tools/tsconfig.jsonNew strict TS config for the CLI package.
packages/dbt-tools/test/config.test.tsAdds initial config tests (currently not exercising module behavior).
packages/dbt-tools/test/cli.test.tsAdds CLI smoke tests via bun spawnSync.
packages/dbt-tools/src/index.tsImplements CLI entrypoint/dispatch, output formatting, diagnostics.
packages/dbt-tools/src/config.tsAdds HOME-based config read/write for ~/.altimate-code/dbt.json.
packages/dbt-tools/src/commands/init.tsAdds init command with project + python auto-detection.
packages/dbt-tools/src/commands/info.tsAdds info command wrapper.
packages/dbt-tools/src/commands/graph.tsAdds children/parents command wrappers.
packages/dbt-tools/src/commands/execute.tsAdds execute command with optional --limit.
packages/dbt-tools/src/commands/doctor.tsAdds doctor command (prereq checks summary).
packages/dbt-tools/src/commands/deps.tsAdds deps / add-packages commands.
packages/dbt-tools/src/commands/compile.tsAdds compile / compile-query commands.
packages/dbt-tools/src/commands/columns.tsAdds model/source columns + column-values commands.
packages/dbt-tools/src/commands/build.tsAdds build, run, test, and build-project commands.
packages/dbt-tools/src/check.tsAdds prereq validation logic (python/dbt/project).
packages/dbt-tools/src/adapter.tsCreates DBTProjectIntegrationAdapter wired for local execution.
packages/dbt-tools/script/copy-python.tsCopies bundled Python packages into dist/.
packages/dbt-tools/package.jsonDefines the altimate-dbt bin + build/test scripts.
packages/dbt-tools/bin/altimate-dbtNode shebang launcher importing built dist entrypoint.
package.jsonAdds packages/dbt-tools workspace and patched dependency for python-bridge.
bun.lockLocks new workspace package + patched dependency entries.
.opencode/skills/yaml-config/SKILL.mdRemoves old skill doc.
.opencode/skills/model-scaffold/SKILL.mdRemoves old skill doc.
.opencode/skills/medallion-patterns/SKILL.mdRemoves old skill doc.
.opencode/skills/incremental-logic/SKILL.mdRemoves old skill doc.
.opencode/skills/impact-analysis/SKILL.mdRemoves old skill doc.
.opencode/skills/generate-tests/SKILL.mdRemoves old skill doc.
.opencode/skills/dbt-troubleshoot/SKILL.mdAdds new troubleshooting skill centered on altimate-dbt.
.opencode/skills/dbt-troubleshoot/references/test-failures.mdAdds troubleshooting reference (tests).
.opencode/skills/dbt-troubleshoot/references/runtime-errors.mdAdds troubleshooting reference (runtime errors).
.opencode/skills/dbt-troubleshoot/references/compilation-errors.mdAdds troubleshooting reference (compile errors).
.opencode/skills/dbt-troubleshoot/references/altimate-dbt-commands.mdAdds CLI command reference.
.opencode/skills/dbt-test/SKILL.mdAdds new dbt testing skill doc.
.opencode/skills/dbt-test/references/unit-test-guide.mdAdds dbt unit test guidance.
.opencode/skills/dbt-test/references/schema-test-patterns.mdAdds schema-test patterns reference.
.opencode/skills/dbt-test/references/custom-tests.mdAdds custom tests reference.
.opencode/skills/dbt-test/references/altimate-dbt-commands.mdAdds CLI command reference (duplicated for skill).
.opencode/skills/dbt-docs/SKILL.mdUpdates docs skill to use altimate-dbt and new standards.
.opencode/skills/dbt-docs/references/documentation-standards.mdAdds documentation standards reference.
.opencode/skills/dbt-docs/references/altimate-dbt-commands.mdAdds CLI command reference (for docs skill).
.opencode/skills/dbt-develop/SKILL.mdAdds dbt development skill doc.
.opencode/skills/dbt-develop/references/yaml-generation.mdAdds YAML generation reference.
.opencode/skills/dbt-develop/references/medallion-architecture.mdAdds medallion architecture reference.
.opencode/skills/dbt-develop/references/layer-patterns.mdAdds dbt layering reference.
.opencode/skills/dbt-develop/references/incremental-strategies.mdAdds incremental strategies reference.
.opencode/skills/dbt-develop/references/common-mistakes.mdAdds common mistakes reference.
.opencode/skills/dbt-develop/references/altimate-dbt-commands.mdAdds CLI command reference (for develop skill).
.opencode/skills/dbt-analyze/SKILL.mdAdds dbt impact analysis skill doc.
.opencode/skills/dbt-analyze/references/lineage-interpretation.mdAdds lineage interpretation reference.
.opencode/skills/dbt-analyze/references/altimate-dbt-commands.mdAdds CLI command reference (for analyze skill).

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Comment threadpackages/dbt-tools/src/commands/execute.ts
Comment threadpackages/dbt-tools/test/config.test.ts
Comment threadpackages/dbt-tools/test/config.test.ts
Comment threadpackages/dbt-tools/src/commands/init.ts
Comment threadpackages/dbt-tools/src/commands/init.ts
Comment threadpackages/dbt-tools/src/index.ts
@suryaiyer95

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Note on patches/python-bridge@1.1.0.patch

What it does: Removes bluebird's promisifyAll from python-bridge's child_process require — a Bun compatibility fix.

Dependency chain:@altimateai/dbt-integrationpython-bridge@^1.1.0bluebird. The promisifyAll monkey-patching breaks under Bun's runtime.

How it's applied: Via Bun's patchedDependencies in root package.json — applied automatically on bun install.

Risks:

  • Bun-onlynpm/yarn installs won't apply the patch. Fine for this monorepo (Bun-based, dbt-tools is private: true), but won't survive if dbt-tools is ever distributed as a standalone npm package.
  • Version-pinned — If python-bridge updates past 1.1.0, the patch reference breaks silently.

Worth considering a more robust solution longer-term (e.g., fork python-bridge, or upstream a fix to @altimateai/dbt-integration to drop the bluebird dependency).

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This PR doesn't fully meet our contributing guidelines and PR template.

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  • PR description is missing required template sections. Please use the PR template.

Please edit this PR description to address the above within 2 hours, or it will be automatically closed.

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Comment threadpackages/dbt-tools/src/check.ts
Comment threadpackages/dbt-tools/src/commands/execute.ts Outdated
Comment threadpackages/dbt-tools/src/commands/build.ts
Comment threadpackages/dbt-tools/src/index.ts Outdated
Comment threadpackages/dbt-tools/src/index.ts Outdated
Comment threadpackages/dbt-tools/src/commands/build.ts
@suryaiyer95
suryaiyer95force-pushed the feat/builder-prompt-dbt-skills branch from a7c9919 to 264669aCompareMarch 17, 2026 16:28
Comment threadpackages/dbt-tools/src/index.ts
@dev-punia-altimate

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✅ Tests — All Passed

TypeScript — passed

Python — passed

Tested at 40399d04 | Run log | Powered by QA Autopilot

@suryaiyer95
suryaiyer95force-pushed the feat/builder-prompt-dbt-skills branch from 636b326 to 43b8bd1CompareMarch 17, 2026 16:42
- New `@altimateai/dbt-tools` package with `altimate-dbt` CLI binary
- Commands: init, doctor, compile, build, run, test, execute, columns, graph, deps
- Auto-detects dbt project, Python environment, and adapter type
- Friendly error diagnostics with actionable fix suggestions
- Consolidate 6 old skills into 5 reference-backed skills:
dbt-develop, dbt-test, dbt-docs, dbt-troubleshoot, dbt-analyze
- Update builder prompt to prefer `altimate-dbt` CLI over raw `dbt_run` tool
- Remove orphaned `dbt-run.ts` tool file and unused `python-bridge` patch
- Fix missing `await` on `children`/`parents` graph commands
- Fix `--limit 0` to correctly support schema inspection
- Wrap `adapter.dispose()` in try-catch to prevent masking command errors
- Skip stub config tests pending rewrite
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
@suryaiyer95
suryaiyer95force-pushed the feat/builder-prompt-dbt-skills branch from 43b8bd1 to 8d1a339CompareMarch 17, 2026 16:46
@suryaiyer95

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Note on patches/python-bridge@1.1.0.patch

What it does: Removes bluebird's promisifyAll from python-bridge's child_process require — a Bun compatibility fix.

Dependency chain:@altimateai/dbt-integrationpython-bridge@^1.1.0bluebird. The promisifyAll monkey-patching breaks under Bun's runtime.

How it's applied: Via Bun's patchedDependencies in root package.json — applied automatically on bun install.

Risks:

  • Bun-onlynpm/yarn installs won't apply the patch. Fine for this monorepo (Bun-based, dbt-tools is private: true), but won't survive if dbt-tools is ever distributed as a standalone npm package.
  • Version-pinned — If python-bridge updates past 1.1.0, the patch reference breaks silently.

Worth considering a more robust solution longer-term (e.g., fork python-bridge, or upstream a fix to @altimateai/dbt-integration to drop the bluebird dependency).

Discussed with Michiel and this is safe to remove. We have removed it

@anandgupta42
anandgupta42 merged commit 1ca92bc into mainMar 17, 2026
7 checks passed
@suryaiyer95
suryaiyer95 deleted the feat/builder-prompt-dbt-skills branch March 17, 2026 16:52
suryaiyer95 added a commit that referenced this pull request Mar 26, 2026
…bt` works in published releases
`bun build` replaces `__dirname` with a compile-time constant when bundling
`python-bridge` (transitive dep of `@altimateai/dbt-integration`). In CI this
bakes `/home/runner/work/...` into the bundle, causing `altimate-dbt build`
and all Python-bridge commands to fail with ENOENT on every user's machine.
Fix:
- Copy `node_python_bridge.py` into `dist/` alongside `index.js`
- Post-process the bundle to replace the frozen path with `import.meta.dirname`
- Fail the build if the patch pattern isn't found (safety net)
- Add CI smoke test to prevent regression
Broken since PR #201. Closes#466.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
anandgupta42 added a commit that referenced this pull request Mar 26, 2026
… binary (#467)
* fix: patch hardcoded `__dirname` in `dbt-tools` bundle so `altimate-dbt` works in published releases
`bun build` replaces `__dirname` with a compile-time constant when bundling
`python-bridge` (transitive dep of `@altimateai/dbt-integration`). In CI this
bakes `/home/runner/work/...` into the bundle, causing `altimate-dbt build`
and all Python-bridge commands to fail with ENOENT on every user's machine.
Fix:
- Copy `node_python_bridge.py` into `dist/` alongside `index.js`
- Post-process the bundle to replace the frozen path with `import.meta.dirname`
- Fail the build if the patch pattern isn't found (safety net)
- Add CI smoke test to prevent regression
Broken since PR #201. Closes#466.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: address PR review — add Node 18 fallback and broaden path assertions
- Use `fileURLToPath(import.meta.url)` fallback for Node < 20.11.0
- Broaden smoke test and build integrity checks to catch any hardcoded
absolute path (Unix + Windows), not just `home/runner`
* fix: drop Node 18 fallback — `path` is not in scope before `__dirname` in bundle
GLM-5 review correctly identified that `path` is defined AFTER `__dirname`
in the bundled output, so the `path.dirname(fileURLToPath(...))` fallback
would throw `ReferenceError` on Node < 20.11.0.
Since Node 18 is EOL (April 2025), use `import.meta.dirname` unconditionally.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: copy `node_python_bridge.py` in `publish.ts` so npm tarball includes it
`copyAssets` copied `dbt-tools/dist/index.js` but not the `.py` file
the patched `__dirname` resolves to. Without this, the fix would still
break in published packages.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: spread real `child_process` in `mock.module` to prevent `execFileSync` leak
`mock.module("child_process")` in `dbt-cli.test.ts` only provided `execFile`,
causing `dbt-resolve.test.ts` to fail with `Export named 'execFileSync' not found`
when Bun leaks the mock across test files.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: use __require fallback for __dirname to support Node < 20.11.0
`import.meta.dirname` is unavailable before Node 20.11.0. The previous
fallback was dropped because `path`/`fileURLToPath` weren't in scope at
that point in the bun-generated __commonJS IIFE. Using `__require` (a
module-level closure bun always emits) works at any Node version.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
* style: format `dbt-cli.test.ts` and `publish.ts` with Prettier
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* test: add adversarial tests for `__dirname` patch and build integrity
22 tests covering regex edge cases, runtime resolution, idempotency,
CI smoke test parity, and built bundle invariants.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* fix: address code review — existence check, comment fix, better diagnostics
- Add `existsSync` check before copying `node_python_bridge.py` with
a clear error message if the file is missing from the dependency
- Fix misleading comment that said "no fallback needed" while fallback
code existed — now accurately describes the `__require` fallback
- Log the nearest `__dirname` match on pattern mismatch to aid debugging
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* test: expand adversarial tests to 43 cases covering runtime, publish, and mutation
New test categories:
- Script execution: verify exit codes, progress output, build determinism
- Bundle runtime structure: `__require` origin, `__commonJS` scope, spawn chain
- Publish pipeline: patched artifacts integrity before copy
- Mutation testing: verify guards catch removal of key fix components
- Regex performance: no catastrophic backtracking on 100KB+ input
- Malformed inputs: unicode, spaces, special chars, surrounding code preservation
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* fix: eliminate flaky CI test failures in dispatcher, dbt, and tracer tests
Root causes:
- `dispatcher.test.ts`: Bun's multi-file runner leaks `_ensureRegistered`
hook from other files' `native/index.ts` imports. `reset()` clears
handlers but not the hook, so `call()` triggers lazy registration
instead of throwing. Fix: clear hook in `beforeEach`.
- `dbt-first-execution.test.ts`: `mock.module` for DuckDB leaked across
files. Fix: spread real module exports + ensure native/index.ts import.
- `tracing-adversarial-final.test.ts`: 50ms snapshot waits too tight for
CI under load. Fix: increase to 200ms/300ms.
Result: 0 failures in full suite (4961 pass, 340 skip).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* fix: replace environment-coupled `runner` assertion with directory existence check
Address CodeRabbit review: `expect(dirname).not.toContain("runner")`
would fail on GitHub CI where test runs under `/home/runner/`. Use
`existsSync(dirname)` to validate the directory is real instead.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Michiel De Smet <mdesmet@gmail.com>
Co-authored-by: anandgupta42 <anand@altimate.ai>
Co-authored-by: anandgupta42 <93243293+anandgupta42@users.noreply.github.com>
kulvirgit pushed a commit that referenced this pull request Mar 30, 2026
… binary (#467)
* fix: patch hardcoded `__dirname` in `dbt-tools` bundle so `altimate-dbt` works in published releases
`bun build` replaces `__dirname` with a compile-time constant when bundling
`python-bridge` (transitive dep of `@altimateai/dbt-integration`). In CI this
bakes `/home/runner/work/...` into the bundle, causing `altimate-dbt build`
and all Python-bridge commands to fail with ENOENT on every user's machine.
Fix:
- Copy `node_python_bridge.py` into `dist/` alongside `index.js`
- Post-process the bundle to replace the frozen path with `import.meta.dirname`
- Fail the build if the patch pattern isn't found (safety net)
- Add CI smoke test to prevent regression
Broken since PR #201. Closes#466.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: address PR review — add Node 18 fallback and broaden path assertions
- Use `fileURLToPath(import.meta.url)` fallback for Node < 20.11.0
- Broaden smoke test and build integrity checks to catch any hardcoded
absolute path (Unix + Windows), not just `home/runner`
* fix: drop Node 18 fallback — `path` is not in scope before `__dirname` in bundle
GLM-5 review correctly identified that `path` is defined AFTER `__dirname`
in the bundled output, so the `path.dirname(fileURLToPath(...))` fallback
would throw `ReferenceError` on Node < 20.11.0.
Since Node 18 is EOL (April 2025), use `import.meta.dirname` unconditionally.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: copy `node_python_bridge.py` in `publish.ts` so npm tarball includes it
`copyAssets` copied `dbt-tools/dist/index.js` but not the `.py` file
the patched `__dirname` resolves to. Without this, the fix would still
break in published packages.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: spread real `child_process` in `mock.module` to prevent `execFileSync` leak
`mock.module("child_process")` in `dbt-cli.test.ts` only provided `execFile`,
causing `dbt-resolve.test.ts` to fail with `Export named 'execFileSync' not found`
when Bun leaks the mock across test files.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: use __require fallback for __dirname to support Node < 20.11.0
`import.meta.dirname` is unavailable before Node 20.11.0. The previous
fallback was dropped because `path`/`fileURLToPath` weren't in scope at
that point in the bun-generated __commonJS IIFE. Using `__require` (a
module-level closure bun always emits) works at any Node version.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
* style: format `dbt-cli.test.ts` and `publish.ts` with Prettier
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* test: add adversarial tests for `__dirname` patch and build integrity
22 tests covering regex edge cases, runtime resolution, idempotency,
CI smoke test parity, and built bundle invariants.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* fix: address code review — existence check, comment fix, better diagnostics
- Add `existsSync` check before copying `node_python_bridge.py` with
a clear error message if the file is missing from the dependency
- Fix misleading comment that said "no fallback needed" while fallback
code existed — now accurately describes the `__require` fallback
- Log the nearest `__dirname` match on pattern mismatch to aid debugging
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* test: expand adversarial tests to 43 cases covering runtime, publish, and mutation
New test categories:
- Script execution: verify exit codes, progress output, build determinism
- Bundle runtime structure: `__require` origin, `__commonJS` scope, spawn chain
- Publish pipeline: patched artifacts integrity before copy
- Mutation testing: verify guards catch removal of key fix components
- Regex performance: no catastrophic backtracking on 100KB+ input
- Malformed inputs: unicode, spaces, special chars, surrounding code preservation
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* fix: eliminate flaky CI test failures in dispatcher, dbt, and tracer tests
Root causes:
- `dispatcher.test.ts`: Bun's multi-file runner leaks `_ensureRegistered`
hook from other files' `native/index.ts` imports. `reset()` clears
handlers but not the hook, so `call()` triggers lazy registration
instead of throwing. Fix: clear hook in `beforeEach`.
- `dbt-first-execution.test.ts`: `mock.module` for DuckDB leaked across
files. Fix: spread real module exports + ensure native/index.ts import.
- `tracing-adversarial-final.test.ts`: 50ms snapshot waits too tight for
CI under load. Fix: increase to 200ms/300ms.
Result: 0 failures in full suite (4961 pass, 340 skip).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* fix: replace environment-coupled `runner` assertion with directory existence check
Address CodeRabbit review: `expect(dirname).not.toContain("runner")`
would fail on GitHub CI where test runs under `/home/runner/`. Use
`existsSync(dirname)` to validate the directory is real instead.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Michiel De Smet <mdesmet@gmail.com>
Co-authored-by: anandgupta42 <anand@altimate.ai>
Co-authored-by: anandgupta42 <93243293+anandgupta42@users.noreply.github.com>
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@suryaiyer95@dev-punia-altimate@anandgupta42